Computational intelligence and image processing in medical applications (Record no. 97825)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 03633cam a2200397Ma 4500 |
| 001 - CONTROL NUMBER | |
| control field | 00012878 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240731095226.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220703s2023 si o 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9789811257452 |
| -- | (ebook) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9811257450 |
| -- | (ebook) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| -- | (hbk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| -- | (hbk.) |
| 082 04 - CLASSIFICATION NUMBER | |
| Call Number | 616.0754 |
| 245 00 - TITLE STATEMENT | |
| Title | Computational intelligence and image processing in medical applications |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Singapore : |
| Publisher | World Scientific, |
| Year of publication | 2022. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | 1 online resource (336 p.). |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Remark 2 | Introduction. An introduction to computational intelligence and image processing -- Intelligent behavioral trajectory pattern recognition for longitudinal trials -- COVID-19 detection. Segmentation of COVID-19 infected lung area in CT scans with deep algorithms -- Active learning for medical image classification -- Medical imaging. Medical image segmentation: how raters' experience may affect the quality of reference information -- Machine learning approach for quantification of neuropathy using confocal microscopy images of the human cornea -- Peripheral blood smear analysis using deep learning: current challenges and future directions -- Deep learning based 3d brain tumor segmentation with multispectral MRI -- Deep learning techniques for ultrasound image enhancement and segmentation -- A fast inference framework for medical image semantic segmentation tasks using deep learning framework -- A new feature extraction approach for segmentation of intravascular ultrasound images -- Deep multi-task learning approach for bioelectrical signal analysis - 3D tomosynthesis to detect breast cancer -- Emerging topics. Using deep learning for dermatologist-level detection of ugly-duckling and suspicious pigmented skin lesions from wide-field images -- Deep learning in medical imaging and its challenges. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | "In recent years, there have been significant progress in computational intelligence and image processing with machine learning and deep learning as important components of modern artificial intelligence. All these progresses face challenges in dealing with Covid-19 pandemic for detection and treatment. This comprehensive compendium provides not only updated advances of computational intelligence and image processing in the detection and treatment of Covid-19, but also other medical applications such as in cancer detection and cardiovascular diseases, etc. More traditional approaches such as 2D segmentation and 3D reconstruction are included. The useful reference text is an updated version of the edited title, Computer Vision in Medical Imaging (World Scientific, 2014) and its companion volume, Frontiers of Medical Imaging (World Scientific, 2015). The book is written for engineers, scientists and the medical community to meet the increased challenges in medical applications"-- |
| 700 1# - AUTHOR 2 | |
| Author 2 | C H Chen. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://www.worldscientific.com/worldscibooks/10.1142/12878#t=toc |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 520 ## - SUMMARY, ETC. | |
| -- | Publisher's website. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computational intelligence. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Image processing. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Diagnostic imaging. |
No items available.